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Agentic Document Extraction in Energy & Utilities

Energy and utility companies process millions of documents every day—engineering drawings, inspection reports, work orders, compliance filings, and asset documentation.

Manual review slows operations and limits visibility into critical infrastructure data.

LandingAI transforms these documents into verified structured data so teams can automate asset management, compliance, and operational workflows.

Why Agentic Document Extraction for
Energy & Utilities

Accurate across Technical Document Formats

Energy and utilities operations span structured invoices, handwritten field reports, engineering schematics, and multi-page regulatory filings; agentic extraction handles all of them without format-specific configuration.

Accurate across Technical Document Formats

Speed That Compresses Project Timelines

Automating document processing across procurement, compliance, and asset workflows reduces the administrative cycles that hold up permitting decisions, commissioning milestones, and rate approvals.

Speed That Compresses Project Timelines

Traceable Outputs for Regulated Operations

Every extracted value is grounded to a precise location in the source document, giving compliance teams the audit trail that FERC, NERC, and EPA reporting requirements demand across every submission.

Traceable Outputs for Regulated Operations
Key capabilities

Built for Complex Energy & Utility Documents

Intelligent document processing across oil and gas operations, electric and gas utilities, renewable energy development, and energy trading is extremely difficult due to the sheer diversity of document types, the inconsistent layouts and the domain expertise required. Then add multiple languages, handwriting, photographs, scans and faxes to the complexity.

Accurate parsing of dense tables that span multiple pages and contain merged cells.

Single pipeline for image, slide, document, and spreadsheet file types with 1000+ pages.

Strong recognition of character-based languages, handwriting, checkboxes, stamps and signatures.

Schema-driven field extraction with visual grounding traceable to the original document.

Use cases

Regulatory Compliance Filing

Regulatory Compliance Filing

Extract data fields, reporting metrics, and supporting evidence from FERC rate filings, NERC compliance reports, environmental permits, and environmental impact assessments to support accurate and timely regulatory submissions.

Impact
  • Accelerate filing prep to meet regulatory deadlines and rate approval schedules
  • Reduce compliance staff hours on manual data extraction and document assembly
  • Minimize penalty exposure from filing errors with traceable, verifiable extraction output
Vendor Invoice & Contract Processing

Vendor Invoice & Contract Processing

Extract invoice details, purchase order references, and contract rates from vendor invoices, change orders, and service contracts to enforce contracted pricing and accelerate accounts payable cycles.

Impact
  • Capture early payment discounts by compressing invoice approval cycle times
  • Eliminate manual data entry and duplicate payment errors across contractor volumes
  • Maintain audit-ready doc for contract disputes and regulatory cost recovery filings
Asset & Field Operations

Asset & Field Operations

Extract asset attributes, equipment tags, process dependencies, and maintenance histories from P&ID drawings, as-built drawings, equipment inspection records, and maintenance reports to feed asset management and operational readiness systems.

Impact
  • Accelerate commissioning and handover timelines
  • Reduce time spent finding and reconciling records across systems
  • Ensure inspection and maintenance records are complete and traceable for audits

Trusted for Document-Heavy Energy & Utilities Workflows

Agentic Document Extraction enables energy & utilities institutions to automate document-intensive processes that traditionally require manual review.

Agentic Document Extraction has proven to be both accurate and easy to use. We are building on that foundation to deliver reliable, transparent, and scalable automation that our customers can validate and trust.”

View case study →
Business Process Automation
Neil Walker
Neil WalkerHead of Product, TCG Process
TCG Process

ADE has significantly outperformed other document extractors we’ve used. It has helped us build an Agentic RAG answer engine, based on unique healthcare institutional content, to offer instant, validated support to medical professionals at the point of care.”

View case study →
Fortune 100 Financial Services
Head of Data & Analytics, Global Financial Services Firm

Trust is the product. Accuracy alone isn’t enough at enterprise scale—what matters is provenance, traceability, and control. LandingAI gives us confidence that every extracted value can be traced back to its source, audited, and defended. That’s what makes it deployable in regulated, real-world environments.”

View case study →
HealthTech Platform
Dr. Declan Kelly
Dr. Declan KellyFounder and CEO, Eolas Medical
Eolas Medical

Agentic Document Extraction has proven to be both accurate and easy to use. We are building on that foundation to deliver reliable, transparent, and scalable automation that our customers can validate and trust.”

View case study →
Business Process Automation
Neil Walker
Neil WalkerHead of Product, TCG Process
TCG Process

ADE has significantly outperformed other document extractors we’ve used. It has helped us build an Agentic RAG answer engine, based on unique healthcare institutional content, to offer instant, validated support to medical professionals at the point of care.”

View case study →
Fortune 100 Financial Services
Head of Data & Analytics, Global Financial Services Firm

Trust is the product. Accuracy alone isn’t enough at enterprise scale—what matters is provenance, traceability, and control. LandingAI gives us confidence that every extracted value can be traced back to its source, audited, and defended. That’s what makes it deployable in regulated, real-world environments.”

View case study →
HealthTech Platform
Dr. Declan Kelly
Dr. Declan KellyFounder and CEO, Eolas Medical
Eolas Medical

Start Extracting in Minutes, Not Months

Production-ready AI extraction pipeline with document understanding built for production.